AFSC RACE Groundfish and Shellfish Assessment Program Design-Based Production Data

This code is primarally maintained by:

Zack Oyafuso (Zack.Oyafuso AT noaa.gov; @zoyafuso-NOAA)

Emily Markowitz (Emily.Markowitz AT noaa.gov; @EmilyMarkowitz-NOAA)

Alaska Fisheries Science Center (AFSC) National Oceanic and Atmospheric Administration (NOAA)
Resource Assessment and Conservation Engineering Division (RACE)
Groundfish Assessment Program (GAP) 7600 Sand Point Way, N.E. bldg. 4
Seattle, WA 98115 USA

The code in this repository is regularly being updated and improved. Please refer to releases for finalized products and project milestones.

User Resources

Cite this data

Use the below bibtext citations, as cited in our group’s citation repository for citing the data created and maintained in this repo. Add “note = {Accessed: mm/dd/yyyy}” to append the day this data was accessed. Included here are AFSC RACE Groundfish and Shellfish Assessment Program’s:


@misc{GAPProducts,
  author = {{NOAA Fisheries Alaska Fisheries Science Center, Goundfish Assessment Program}},
  year = {2023}, 
  title = {AFSC Goundfish Assessment Program Design-Based Production Data},
  howpublished = {https://www.fisheries.noaa.gov/alaska/science-data/groundfish-assessment-program-bottom-trawl-surveys},
  publisher = {{U.S. Dep. Commer.}},
  copyright = {Public Domain} 
}

@misc{FOSSAFSCData,
  author = {{NOAA Fisheries Alaska Fisheries Science Center}},
  year = {2023}, 
  title = {Fisheries One Stop Shop Public Data: RACE Division Bottom Trawl Survey Data Query},
  howpublished = {https://www.fisheries.noaa.gov/foss},
  publisher = {{U.S. Dep. Commer.}},
  copyright = {Public Domain} 
}

Or cite our latest data reports for survey-specific data and other findings:

Bottom trawl surveys and regions

Access Constraints

There are no legal restrictions on access to the data. They reside in public domain and can be freely distributed.

User Constraints: Users must read and fully comprehend the metadata prior to use. Data should not be used beyond the limits of the source scale. Acknowledgement of AFSC Groundfish Assessment Program, as the source from which these data were obtained, in any publications and/or other representations of these data, is suggested.

General questions and more specific data requests can be sent to afsc.gap.metadata@noaa.gov or submitted as an issue on our GitHub Organization. The version of this data used for stock assessments can be found through the Alaska Fisheries Information Network (AKFIN). For questions about the eastern Bering Sea surveys, contact Duane Stevenson (Duane.Stevenson@noaa.gov). For questions about the Gulf of Alaska or Aleutian Islands surveys, contact Ned Laman (Ned.Laman@noaa.gov). For questions specifically about crab data in any region, contact Mike Litzow (Mike.Litzow@noaa.gov), the Shellfish Assessment Program lead.

For questions, comments, and concerns specifically about the Fisheries One Stop Shop (FOSS) platform, please contact us using the Comments page on the FOSS webpage.

Suggestions and comments

If the data or metadata can be improved, please create a pull request, submit an issue to the GitHub organization or submit an issue to the code’s repository.

R Version Metadata

R version 4.3.0 (2023-04-21 ucrt)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19045)

Matrix products: default


locale:
[1] LC_COLLATE=English_United States.utf8 
[2] LC_CTYPE=English_United States.utf8   
[3] LC_MONETARY=English_United States.utf8
[4] LC_NUMERIC=C                          
[5] LC_TIME=English_United States.utf8    

time zone: America/Los_Angeles
tzcode source: internal

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods  
[7] base     

other attached packages:
 [1] ggridges_0.5.4      scales_1.2.1        purrr_1.0.1        
 [4] gtExtras_0.4.5      gt_0.9.0            jsonlite_1.8.4     
 [7] httr_1.4.6          reticulate_1.28     akgfmaps_3.0.0     
[10] terra_1.7-29        stars_0.6-1         abind_1.4-5        
[13] sf_1.0-12           gstat_2.1-1         classInt_0.4-9     
[16] viridis_0.6.3       viridisLite_0.4.2   ggplot2_3.4.2      
[19] knitr_1.43          badger_0.2.3        RODBC_1.3-20       
[22] stringr_1.5.0       here_1.0.1          janitor_2.2.0      
[25] readxl_1.4.2        tidyr_1.3.0         readr_2.1.4        
[28] magrittr_2.0.3      googledrive_2.1.1   dplyr_1.1.2        
[31] gapindex_0.0.0.9000 distill_1.5         devtools_2.4.5     
[34] usethis_2.1.6      

loaded via a namespace (and not attached):
  [1] later_1.3.1             tibble_3.2.1           
  [3] cellranger_1.1.0        xts_0.13.1             
  [5] lifecycle_1.0.3         httr2_0.2.2            
  [7] gert_1.9.2              rprojroot_2.0.3        
  [9] vroom_1.6.3             processx_3.8.1         
 [11] lattice_0.21-8          credentials_1.3.2      
 [13] sass_0.4.6              rmarkdown_2.22         
 [15] jquerylib_0.1.4         yaml_2.3.7             
 [17] remotes_2.4.2           dlstats_0.1.6          
 [19] httpuv_1.6.9            rgdal_1.6-6            
 [21] zip_2.3.0               askpass_1.1            
 [23] sp_1.6-0                sessioninfo_1.2.2      
 [25] pkgbuild_1.4.0          DBI_1.1.3              
 [27] RColorBrewer_1.1-3      lubridate_1.9.2        
 [29] pkgload_1.3.2           rvcheck_0.2.1          
 [31] downlit_0.4.2           yulab.utils_0.0.6      
 [33] rappdirs_0.3.3          gdtools_0.3.3          
 [35] gitcreds_0.1.2          crul_1.4.0             
 [37] units_0.8-2             codetools_0.2-19       
 [39] xml2_1.3.4              tidyselect_1.2.0       
 [41] httpcode_0.3.0          farver_2.1.1           
 [43] e1071_1.7-13            ellipsis_0.3.2         
 [45] systemfonts_1.0.4       tools_4.3.0            
 [47] ragg_1.2.5              Rcpp_1.0.10            
 [49] glue_1.6.2              gridExtra_2.3          
 [51] xfun_0.39               withr_2.5.0            
 [53] BiocManager_1.30.20     fastmap_1.1.1          
 [55] fansi_1.0.4             openssl_2.0.6          
 [57] callr_3.7.3             digest_0.6.31          
 [59] timechange_0.2.0        R6_2.5.1               
 [61] mime_0.12               textshaping_0.3.6      
 [63] colorspace_2.1-0        utf8_1.2.3             
 [65] generics_0.1.3          intervals_0.15.3       
 [67] fontLiberation_0.1.0    data.table_1.14.8      
 [69] FNN_1.1.3.2             class_7.3-22           
 [71] prettyunits_1.1.1       htmlwidgets_1.6.2      
 [73] pkgconfig_2.0.3         gtable_0.3.3           
 [75] sys_3.4.2               htmltools_0.5.5        
 [77] fontBitstreamVera_0.1.1 bookdown_0.33          
 [79] profvis_0.3.8           png_0.1-8              
 [81] snakecase_0.11.0        rstudioapi_0.14        
 [83] tzdb_0.3.0              uuid_1.1-0             
 [85] spacetime_1.3-0         curl_5.0.0             
 [87] proxy_0.4-27            cachem_1.0.8           
 [89] zoo_1.8-12              flextable_0.9.1        
 [91] KernSmooth_2.23-21      parallel_4.3.0         
 [93] miniUI_0.1.1.1          pillar_1.9.0           
 [95] grid_4.3.0              vctrs_0.6.2            
 [97] urlchecker_1.0.1        promises_1.2.0.1       
 [99] xtable_1.8-4            paletteer_1.5.0        
[101] evaluate_0.21           cli_3.6.1              
[103] compiler_4.3.0          rlang_1.1.1            
[105] crayon_1.5.2            labeling_0.4.2         
[107] rematch2_2.1.2          ps_1.7.5               
[109] getPass_0.2-2           fs_1.6.2               
[111] stringi_1.7.12          munsell_0.5.0          
[113] gh_1.4.0                Matrix_1.5-4           
[115] fontquiver_0.2.1        readtext_0.82          
[117] hms_1.1.3               bit64_4.0.5            
[119] gfonts_0.2.0            shiny_1.7.4            
[121] highr_0.10              fontawesome_0.5.1      
[123] gargle_1.5.1            memoise_2.0.1          
[125] bslib_0.5.0             lwgeom_0.2-11          
[127] bit_4.0.5               officer_0.6.2          

NOAA README

This repository is a scientific product and is not official communication of the National Oceanic and Atmospheric Administration, or the United States Department of Commerce. All NOAA GitHub project code is provided on an ‘as is’ basis and the user assumes responsibility for its use. Any claims against the Department of Commerce or Department of Commerce bureaus stemming from the use of this GitHub project will be governed by all applicable Federal law. Any reference to specific commercial products, processes, or services by service mark, trademark, manufacturer, or otherwise, does not constitute or imply their endorsement, recommendation or favoring by the Department of Commerce. The Department of Commerce seal and logo, or the seal and logo of a DOC bureau, shall not be used in any manner to imply endorsement of any commercial product or activity by DOC or the United States Government.

NOAA License

Software code created by U.S. Government employees is not subject to copyright in the United States (17 U.S.C. §105). The United States/Department of Commerce reserve all rights to seek and obtain copyright protection in countries other than the United States for Software authored in its entirety by the Department of Commerce. To this end, the Department of Commerce hereby grants to Recipient a royalty-free, nonexclusive license to use, copy, and create derivative works of the Software outside of the United States.

NOAA Fisheries

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NOAA README

This repository is a scientific product and is not official communication of the National Oceanic and Atmospheric Administration, or the United States Department of Commerce. All NOAA GitHub project code is provided on an ‘as is’ basis and the user assumes responsibility for its use. Any claims against the Department of Commerce or Department of Commerce bureaus stemming from the use of this GitHub project will be governed by all applicable Federal law. Any reference to specific commercial products, processes, or services by service mark, trademark, manufacturer, or otherwise, does not constitute or imply their endorsement, recommendation or favoring by the Department of Commerce. The Department of Commerce seal and logo, or the seal and logo of a DOC bureau, shall not be used in any manner to imply endorsement of any commercial product or activity by DOC or the United States Government.

NOAA License

Software code created by U.S. Government employees is not subject to copyright in the United States (17 U.S.C. §105). The United States/Department of Commerce reserve all rights to seek and obtain copyright protection in countries other than the United States for Software authored in its entirety by the Department of Commerce. To this end, the Department of Commerce hereby grants to Recipient a royalty-free, nonexclusive license to use, copy, and create derivative works of the Software outside of the United States.

NOAA Fisheries

U.S. Department of Commerce | National Oceanographic and Atmospheric Administration | NOAA Fisheries